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An Approach for Smart Management of Big Data in the Fog Computing Context

机译:雾计算环境下的大数据智能管理方法

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In this paper, a new approach for tackling Big Data in Internet of Things (IoT) systems is presented. We approach the problem from the data perspective rather than only focusing on the computing platform. We design and develop a concept that we call "Smart Data". Taking advantage of a hierarchical fog computing system, we reshape the raw and passive form of the data generated by IoT sensors to intelligent and self-managed data cells that are able to evolve and become more meaningful information with reduced size. We believe that smart data will revolutionize the current perspective of data and will open many potential research directions to tackle emerging big data issues.
机译:在本文中,提出了一种在物联网(IoT)系统中处理大数据的新方法。我们从数据角度解决问题,而不仅仅是关注计算平台。我们设计并开发了一个称为“智能数据”的概念。利用分层雾计算系统,我们将物联网传感器生成的数据的原始形式和被动形式重塑为智能且可自我管理的数据单元,这些单元能够以减小的尺寸发展并成为更有意义的信息。我们相信,智能数据将彻底改变当前的数据视角,并为解决新兴的大数据问题打开许多潜在的研究方向。

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